1.Analysis of efficacy and safety of 532-nm picosecond laser in the treatment of early-stage facial seborrheic keratosis
Xinhong GE ; Yingdong MA ; Yaning JIAO ; Lingling LIU ; Mei ZHOU ; Wei ZI ; Bowen LI
Chinese Journal of Dermatology 2024;57(4):359-362
Objective:To evaluate the efficacy and safety of 532-nm picosecond laser in the treatment of early-stage facial seborrheic keratosis.Methods:A total of 95 patients with early-stage facial seborrheic keratosis were prospectively enrolled from the Department of Dermatology, General Hospital of Ningxia Medical University between December 2020 and September 2022. All the patients received a session of 532-nm picosecond laser treatment, and were followed up for 6 months. A 4-point scale was used to evaluate the overall improvement of skin lesions for assessing the clinical efficacy. A VISIA skin detector was used to quantitatively determine the characteristic counts, absolute scores, and percentiles of brown spots before and after treatment, and the paired sample t-test was used to compare the quantitative indicators of brown spots before and after treatment. The patients′ pain grades were evaluated, and adverse reactions were recorded. Results:All the 95 patients with early-stage facial seborrheic keratosis received a session of 532-nm picosecond laser treatment, and completed a 6-month follow-up. All the patients achieved over 25% regression of skin lesions in the treatment area, of whom 10 received mild improvement, 17 received favorable improvement, and 68 received marked improvement, with the response rate being 89.47% (85/95). The examination with the VISIA skin detector showed that the characteristic counts (195.19 ± 51.06) and absolute scores (28.80 ± 6.20 points) of brown spots significantly decreased, while the percentiles of brown spots (38.48% ± 10.80%) significantly increased at 6 months after treatment compared with the corresponding baseline indicators (211.48 ± 50.94, 35.16 ± 6.84 points, 30.61% ± 10.27%, t = 12.73, 16.90, -15.73, respectively, all P < 0.001). All the patients experienced varying degrees of pain during the treatment, with the pain scores being 2 - 6 (3.64 ± 1.67) points, but all of them could tolerate the pain and completed the treatment. Temporary postinflammatory hyperpigmentation and hypopigmentation occurred in 9 (9.47%) and 4 (4.21%) patients respectively, and the skin color restored to normal during the 6-month follow-up. Conclusion:The 532-nm picosecond laser was safe and effective for the treatment of early-stage facial seborrheic keratosis.
2.Clinical and neurophysiological analysis of neuralgic amyotrophy
Mingxia ZHU ; Hongyue MA ; Xiuli LI ; Jingyu MOU ; Hongjing LIU ; Jing CHEN ; Guangju QI ; Xinhong FENG
Chinese Journal of Neurology 2024;57(12):1353-1361
Objective:To analyze the clinical characteristics and neurophysiological features of patients with neuralgic amyotrophy (NA) and explore their neurological function status.Methods:Clinical data and neurophysiological findings of 90 patients diagnosed with NA at Beijing Tsinghua Changgung Hospital from September 2016 to January 2024 were collected and their clinical phenotypes and neurophysiological characteristics were systematically summarized and analyzed.Results:Among the 90 patients, males accounted for 60.0% (54 cases) and females accounted for 40.0% (36 cases). The duration of the disease was 12 (3, 36) months (ranged from 1 week to 5 years). The onset age of the patients was 58 (30, 70) (21-87) years. Unilateral involvement was noted in 94.4% (85/90) of patients, exhibiting a left-to-right ratio of 1∶1.3, while only 5.6% (5/90) had bilateral involvement. The majority of patients demonstrated a monophasic clinical course with a recurrence rate of just 2.2% (2/90). The primary clinical manifestations included upper limb pain in 70.0% (63/90) of patients, which progressed to muscle weakness and atrophy within 1 day to 1 month, whereas 30.0% (27/90) of patients without significant pain symptoms. Lesions predominantly affected the upper trunk of the brachial plexus, which accounted for 64.4% (58/90) of patients. Distal nerve injuries in the upper limb were observed in 14.4% (13/90) of patients, with 6.7% (6/90) demonstrating isolated anterior interosseous nerve involvement and another 6.7% (6/90) exhibiting isolated posterior interosseous nerve involvement; 1 case had concurrent anterior and posterior interosseous nerve damage. Additionally, 1 case presented with bilateral phrenic nerve involvement, and another patient had isolated posterior tibial nerve injury. Electrophysiological evaluations of patients with NA revealed that axonal damage to motor nerve fibers was a hallmark feature of the condition. Among patients undergoing motor nerve conduction studies, 68.8% (55/80) exhibited decreased compound muscle action potential amplitude, and 31.3% (25/80) had prolonged latency. Sensory nerve conduction was normal in 60.0% (48/80) of patients, while abnormalities included prolonged latency in 15.0% (12/80), reduced amplitude in 12.5% (10/80), slowed conduction velocity in 8.8% (7/80), and absent waveforms in 3.8% (3/80) of patients. The rates of abnormal nerve conduction findings in motor nerves were the highest in the suprascapular nerve (70.6%, 36/51), followed by the axillary nerve (58.3%, 35/60), musculocutaneous nerve (50.7%, 35/69), long thoracic nerve (6/17), and both anterior and posterior interosseous nerves (7.5%, 6/80 each). In sensory nerves, abnormalities were predominantly noted in the lateral antebrachial cutaneous nerve (30.0%, 12/40). Needle electromyography demonstrated neurogenic damage, most frequently affecting the infraspinatus muscle (69.2%, 18/26), biceps brachii (68.1%, 49/72), and deltoid muscle (65.3%, 47/72). The positive rate of magnetic resonance neurography (MRN) for NA was 62.1% (41/66), among which 63.4% (26/41) showed localized swelling of the brachial plexus, 51.2% (21/41) exhibited T 2 hyperintensity, and 4.9% (2/41) demonstrated denervated changes in the muscles. The positive rate of ultrasound for NA was 71.1% (59/83), with 91.5% (54/59) showing nerve swelling and 8.5% (5/59) exhibiting hourglass constriction .Conclusions:NA is a peripheral neuropathy characterized by spontaneous pain, limb weakness, and (or) muscle atrophy primarily. Its clinical phenotype predominantly involves damage to the upper trunk of the brachial plexus, which can also manifest as isolated mononeuropathy. Neurophysiological findings most commonly reveal the neurogenic damage to the muscles innervated by the upper trunk of the brachial plexus, mainly characterized by the axonal damage to the motor nerves, and pure motor nerve damage may also be observed. MRN and neuroultrasound can assist in qualitative diagnosis.
3.Interpretable machine learning-based models in predicting prognoses in stroke patients
Xinhong LI ; Hui MAI ; Tieyi FU ; Jianya CHEN
Chinese Journal of Neuromedicine 2024;23(8):817-827
Objective:To explore the value of interpretable machine learning model in predicting the prognoses of patients with acute ischemic stroke..Methods:A total of 296 patients with acute ischemic stroke who received intravenous thrombolysis in Zhanjiang Central Hospital, Guangdong Medical University from March 2020 to October 2023 were selected. Prognosis was assessed 3 months after follow-up using modified Rankin scale (scores of 0-2: good prognosis; scores of 3-6: poor prognosis). Clinical data were collected and analyzed retrospectively, and independent influencing factors for prognoses were analyzed by multivariate Logistic regression. These patients were randomly divided into training dataset ( n=178) and test dataset ( n=118) in a 3:2 ratio; independent influencing factors were used as characteristic variables to train these 10 machine learning models, including Logistic regression, random forest, support vector machine, naive Bayesian model, linear discriminant analysis, mixture discriminant analysis, flexible discriminant analysis, gradient boosting machine, extreme gradient boosting, and category boosting. Prediction performance of these 10 machine learning models were evaluated using calibration curve, precise-recall curve, precision-recall gain curve and receiver operating characteristic (ROC) curve. Interpretation and visualization were added via Shapley Additive exPlanation (SHAP) to the machine learning models (including global interpretation and local interpretation). Results:Of the 296 patients, 72 had a poor prognosis. Age ( OR=1.039, 95% CI: 1.008-1.072, P=0.015), National Institute of Health Stroke Scale score ( OR=1.213, 95% CI: 1.000-1.337, P<0.001), Glasgow Coma Scale score ( OR=0.470, 95% CI: 0.289-0.765, P=0.002), Stroke Prognostic Instrument-Ⅱ score ( OR=1.257, 95% CI: 1.043-1.516, P=0.016,), C-reactive protein ( OR=1.709, 95% CI: 1.398-2.087, P<0.001) and platelet count ( OR=0.988, 95% CI: 0.978-0.998, P=0.016) were independent influencing factors for prognoses. Among the 10 machine learning algorithms, calibration curve (C-inder: 0.896), precise-recall curve (area under the curve [AUC]: 0.791), precision-recall gain curve (AUC: 0.363), and ROC curve (AUC: 0.856) in both the training and test sets confirmed that the XGBoost model has the highest performance in predicting prognoses. SHAP visualisation diagram indicated that order of importance was C-reactive protein, National Institutes of Health Stroke Scale, platelet count, Glasgow Coma Scale, Stroke Prediction Tool-II, and age. SHAP scatter plot visualized the contribution direction of these 6 characteristic variables, with bimodal distribution. SHAP dependence plot indicated dependence between values of 6 characteristic variables and SHAP values, with C-reactive protein enjoying the most significant trend. SHAP plot provided local interpretation for individual sample, making the extreme gradient enhancement model more transparent and interpretable. Conclusion:XGBoost model incorporating age, National Institute of Health Stroke Scale, Glasgow Coma Scale, Stroke Prognostic Instrument-Ⅱ, C-reactive protein, and platelet count can differentiate poor prognosis from good prognosis in patients with acute ischemic stroke with high accuracy; on this basis, the model interpretation and visualization combined with SHAP are helpful to understand the contribution and direction of each characteristic variable to the prediction results.
4.Construction and Exploration of Management Model for Anti-cancer Drugs Medicated in Clinical Trials
Zhaocong WANG ; Feng ZHANG ; Fang XU ; Tianen LI ; Xueyan WEI ; Xinhong WU
Herald of Medicine 2024;43(7):1161-1164
Objective To summarize experience of anti-cancer drug management for clinical trials,and to explore a more efficient and standardized management model of anti-cancer drugs used in clinical trials.Methods Based on our current work in central pharmacy,the particularity and complexity of anti-cancer drug management for clinical trials were analyzed.In the meantime,we identified high-risk parts in the drug management process.Based on those risks,feasible measures were taken and presented in detail.Results Management of anti-cancer drugs used in clinical trials has its characteristics,such as long cycle,low error-tolerant rate,closed-loop model,etc.Recognizing these representative high-risk parts during the trials and making responses,including standardization of drug management records and disposition of drugs and packaging returned by subjects,should be achieved as soon as possible.Conclusion Establishing and observing strict rules and regulations,improving the hardware and software performance of the central pharmacy as well as implementing risk-based drug management is beneficial to conduct clinical trials normatively.
5.A CT-based radiomics nomogram for predicting local tumor progression of colorectal cancer lung metastases treated with radiofrequency ablation
Haozhe HUANG ; Hong CHEN ; Dezhong ZHENG ; Chao CHEN ; Ying WANG ; Lichao XU ; Yaohui WANG ; Xinhong HE ; Yuanyuan YANG ; Wentao LI
China Oncology 2024;34(9):857-872
Background and Purpose:The early prediction of local tumor progression-free survival(LTPFS)after radiofrequency ablation(RFA)for colorectal cancer(CRC)lung metastases has significant clinical importance.The application of radiomics in the prediction of tumor prognosis has been explored.This study aimed to construct a radiomics-based nomogram for predicting LTPFS after RFA in CRC patients with lung metastases.Methods:This study retrospectively analyzed 172 CRC patients with 401 lung metastases admitted to Department of Interventional Radiology,Fudan University Shanghai Cancer Center from August 2016 to January 2019.This study was reviewed by the medical ethics committee of Fudan University Shanghai Cancer Center(ethics number:2402291-24).After augmentation of pre-ablation and immediate post-ablation computed tomography(CT)images,the target metastases and ablation regions were segmented manually to extract the radiomic features.Maximum relevance and minimum redundancy algorithm(MRMRA)and least absolute shrinkage and selection operator(LASSO)regression models were applied for feature selection.The clinical model,the radiomics model,and the fusion model were constructed based on the selected radiomic features and clinical variables screened by the multivariate analysis.The Harrell concordance index(C-index)and area under receiver operating characteristic(ROC)curves(AUC)were calculated to evaluate the prediction performance.Finally,the corresponding nomogram of the best model was drawn.Results:Among all the lung metastases,102(25.4%)had final recurrence,and 299(74.6%)had complete response(CR).The median follow-up time was 21 months(95%CI:19.466-22.534),and the LTPFS rates at 1,2,and 3 years after RFA were 76.5%(95%CI:72.0-80.4),72.1%(95%CI:66.6-76.9)and 69.9%(95%CI:64.0-75.1).In both the training and test dataset,the fusion model based on the final 12 radiomic features through the LASSO regression and 4 clinical variables screened by multivariate analysis achieved the highest AUC values for LTPFS,with C-index values of 0.890(95%CI:0.854-0.927)and 0.843(95%CI:0.768-0.916),respectively.Conclusion:The fusion model based on radiomic features and clinical variables is feasible for predicting LTPFS after RFA of CRC patients with lung metastases,whose performance is superior to the single radiomic and clinical model.At the same time,the nomogram of the fusion model can intuitively predict the prognosis of CRC patients with lung metastases after RFA,thus assisting clinicians in developing individualized follow-up review plans for patients and adjusting treatment strategies flexibly.
6.Shear wave viscoelastography for differentiating lung peripheral inflammatory masses and malignant tumors
Jiling WEI ; Chunying LI ; Han YUAN ; Hengfei CHEN ; Yong GAO ; Xinhong LIAO
Chinese Journal of Medical Imaging Technology 2024;40(10):1524-1528
Objective To observe the value of shear wave viscoelastography(SWV)for differentiating lung peripheral inflammatory masses and malignant tumors.Methods Conventional gray-scale ultrasound and SWV were prospectively performed in 70 patients with lung peripheral inflammatory mass or malignant tumor.The patients were divided into malignant group(n=42)and inflammatory group(n=28)according to pathological results.Clinical and ultrasonic data,including the maximum diameter of lesions,the mean Young's modulus(Emean),mean viscosity(Vmean),and mean dispersion slope(Dmean)were compared between groups.Receiver operating characteristic curves of ultrasonic parameters being significantly different between groups were drawn,and area under the curves(AUCs)were calculated to evaluate the efficacy of each parameter for differentiating lung peripheral inflammatory mass or malignant tumor.Results In malignant group,the maximum diameter and Emean of lesions were both higher,while Vmean and Dmean of lesions were both lower than those in inflammatory group(all P<0.05).Vmean and Dmean of lesions had moderately/good efficacy for differentiating lung peripheral inflammatory mass or malignant tumor(AUC=0.843,0.866),both better than that of conventional ultrasound and Emean(AUC=0.673,0.685)(all P<0.05).The combination of Emean,Vmean and Dmean had good efficacy for differentiating lung peripheral inflammatory masses and malignant tumors,with AUC of 0.874.Conclusion The viscous parameters of SWV could effectively differentiating lung peripheral inflammatory masses and malignant tumors.
7.Intravenous thrombolysis in patients with stroke warning syndrome: comparison with antiplatelet therapy
Ke ZHU ; Yanyan LI ; Jianrui LI ; Xinhong FAN ; Jinyan LI ; Tong FAN ; Dan GUO
International Journal of Cerebrovascular Diseases 2024;32(1):27-32
Objective:To investigate the efficacy and safety of intravenous thrombolysis and antiplatelet therapy in patients with stroke warning syndrome (SWS), as well as influencing factors of the outcome in patients with SWS.Method:Patients with SWS admitted to the 521 st Hospital of Ordnance Group from June 1, 2018 to December 31, 2023 were retrospectively included. Some patients were treated with ateplase intravenous thrombolysis, followed by oral antiplatelet therapy; some patients only received antiplatelet therapy. The main outcome measure was the modified Rankin Scale score at 90 days after onset, with a score of 0-2 defined as good outcome. Results:A total of 35 patients with SWS were included, including 26 males (74.3%) with an age of 58.29±11.06 years. Nineteen patients (54.3%) received intravenous thrombolysis, and 27 (77.1%) had good outcome at 90 days. There was no statistically significant difference in demographic, baseline data, and good outcome between the intravenous thrombolysis group and the antiplatelet therapy group. One patient had new stroke and one had transient ischemic attack in the intravenous thrombolysis group. There were statistically significant differences in ABCD2 score, systolic blood pressure, low-density lipoprotein cholesterol, fasting blood glucose, highest National Institutes of Health Stroke Scale (NIHSS) score at onset, and symptom duration between the good outcome group and the poor outcome group (all P<0.05). Conclusions:The efficacy of intravenous thrombolysis is similar to that of antiplatelet drugs alone in treating SWS. ABCD2 score, systolic blood pressure, low-density lipoprotein cholesterol, fasting blood glucose, highest NIHSS score at onset, and duration of symptoms may be influencing factors for the outcome of patients with SWS.
8.Recent advances in the management of locally advanced head and neck squamous cell carcinoma
Chinese Journal of Radiation Oncology 2024;33(1):72-78
Currently, concurrent chemoradiotherapy is the conventional treatment for locally advanced head and neck squamous cell carcinoma, but the 5-year survival rate of patients is still not high. In recent years, the development of radiotherapy technology has offered more options for patients. In addition, with the improvement of people's living standards, more and more patients begin to pursue the quality of life. There is an urgent need to explore better comprehensive treatment options to improve patient outcomes. In this article, research progress in comprehensive treatment of locally advanced head and neck squamous cell carcinoma was reviewed.
9.The preparation and reliability and validity test of the knowledge-attitude-practice questionnaire for pediatric ICU nurses to prevent unplanned extubation of tracheal intubation
Hang XIAO ; Dan LIU ; Yangyan LI ; Xinhong CHEN
Chongqing Medicine 2024;53(10):1531-1536
Objective To investigate the knowledge,attitude and behavior of pediatric ICU nurses on preventing unplanned extubation(UEX).Methods The pre-test paper was prepared by the combination of literature review and expert consultation.The convenience sampling method was used to select 237 pediatric ICU nurses from four tertiary hospitals(including one children's hospital and three general hospitals)to con-duct a survey.The project analysis and reliability and validity test of the pre-test questionnaire were carried out to form a formal questionnaire.Results The questionnaire included 41 items,including 13 items of knowl-edge dimension,nine items of attitude dimension and 19 items of behavior dimension.The average content va-lidity index of knowledge,attitude and behavior dimensions was 0.921,0.996 and 0.998,respectively,and the content validity index of each item was 0.852-1.000.The Cronbach's α coefficients of knowledge,behavior and attitude were 0.911,0.946 and 0.944 respectively,and the total Cronbach's α coefficient of the question-naire was 0.953.The split-half reliability of knowledge,behavior and attitude dimensions was 0.710,0.931 and 0.859,and the total split-half reliability of the questionnaire was 0.695.Conclusion The questionnaire of knowledge,attitude and behavior of pediatric ICU nurses in preventing tracheal intubation UEX has good reli-ability and validity,and can be used as an evaluation tool for pediatric ICU nurses'cognition and behavior compliance in preventing tracheal intubation UEX.
10.Clinical and genetic analysis of a Chinese patient with Alstr?m syndrome
Jiayue LI ; Jie GAO ; Lin WANG ; Yanhua LI ; Ming ZHANG ; Xietian PAN ; Xinhong GUO
Chinese Journal of Medical Genetics 2024;41(5):596-600
Objective:To explore the genetic etiology for a patient with Alstr?m syndrome (ALMS) presenting as dilated cardiomyopathy.Methods:A 41-year-old male patient who had presented at the Sixth Medical Center of PLA General Hospital on October 20, 2021 was selected as the study subject. Clinical and laboratory examinations were carried out. Whole exome sequencing (WES) was employed for genetic testing, and candidate variants were validated by Sanger sequencing and pathogenicity analysis.Results:The patient had a 14-year medical history characterized by dilated cardiomyopathy, complete atrioventricular block, visual impairment, sensorineural hearing loss, truncal obesity, insulin resistance, type 2 diabetes, hypertension, renal dysfunction, and paranoid delusions. Genetic testing revealed that he has harbored compound heterozygous variants of the ALMS1 gene, namely c. 6823C>T (p.Arg2275Ter) and c. 9442_9445dup (p.Ser3149LysfsTer2). Sanger sequencing confirmed that they were inherited from his father and mother, respectively. Based on the guidelines from the American College of Medical Genetics and Genomics (ACMG), both variants were predicted to be pathogenic (PVS1_VeryStrong+ PM2_Supporting+ PM3+ PP3, PVS1_VeryStrong+ PM2_Supporting+ PM3). Literature review indicated that the complete atrioventricular block in the patient was a phenotype unreported previously. Conclusion:The c. 6823C>T (p.Arg2275Ter) and c. 9442_9445dup (p.Ser3149LysfsTer2) compound heterozygous variants of the ALMS1 gene probably underlay the pathogenesis in this patient. Above findings have expanded the phenotypic spectrum of ALMS and provided insights for clinicians dealing with similar cases.

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